My name is Kathryn Sarullo. I am currently a postdoc at Washington University School of Medicine in the Pathology and Immunology department. My research interests are developing accurate, informative, and interpretable machine learning methods in several scientific domains such as biochemistry, medicine, and pathology.
Publications
Understanding and mitigating the impact of race with adversarial autoencoders
Communications Medicine
journal-article
Role of Artificial Intelligence in Kidney Pathology: Promises and Pitfalls
Kidney360
journal-article
Disentangling Socioeconomic Status and Race in Infant Brain, Birth Weight, and Gestational Age at Birth: A Neural Network Analysis
Biological Psychiatry Global Open Science
journal-article
Deep Learning Coordinate-Free Quantum Chemistry
The Journal of Physical Chemistry A
journal-article
Site-Level Bioactivity of Small-Molecules from Deep-Learned Representations of Quantum Chemistry